G Protein-Coupled Receptor Interaction Prediction Based on Deep Transfer Learning.
Tengsheng JiangYuhui ChenShixuan GuanZhongtian HuWeizhong LuQiming FuYijie DingHaiou LiHongjie WuPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2022)
Keyphrases
- transfer learning
- protein interaction
- subcellular localization
- learning tasks
- knowledge transfer
- labeled data
- contact map
- cross domain
- active learning
- drug discovery
- text classification
- prediction model
- machine learning algorithms
- protein protein interactions
- structure learning
- reinforcement learning
- learning algorithm
- multi task
- amino acids
- semi supervised learning
- manifold alignment
- machine learning
- transferring knowledge
- transfer knowledge
- text categorization
- protein structure
- domain adaptation
- multi task learning
- protein sequences
- signaling pathways
- semi supervised
- databases
- algorithmic information theory
- target domain
- previously learned
- unlabeled data
- supervised learning
- feature extraction